Package: gpboost
Type: Package
Title: Combining Tree-Boosting with Gaussian Process and Mixed Effects Models
Version: ~~VERSION~~
Date: ~~DATE~~
Authors@R: c(
	person("Fabio", "Sigrist", email = "fabiosigrist@gmail.com", role = c("aut", "cre")),
    person("Tim", "Gyger", role = c("aut")),
    person("Pascal", "Kuendig", role = c("aut")),
	person("Benoit", "Jacob", role = c("cph")),
	person("Gael", "Guennebaud", role = c("cph")),
	person("Nicolas", "Carre", role = c("cph")),
	person("Pierre", "Zoppitelli", role = c("cph")),
	person("Gauthier", "Brun", role = c("cph")),
	person("Jean", "Ceccato", role = c("cph")),
	person("Jitse", "Niesen", role = c("cph")),
	person("Other authors of Eigen for the included version of Eigen", role = c("ctb","cph")),
	person("Timothy A.", "Davis", role = c("cph")),
    person("Guolin", "Ke", role = c("ctb")),
    person("Damien", "Soukhavong", role = c("ctb")),
    person("James", "Lamb", role = c("ctb")),
	person("Other authors of LightGBM for the included version of LightGBM", role = c("ctb")),
    person("Microsoft Corporation", role = c("cph")),
    person("Dropbox, Inc.", role = c("cph")),
    person("Jay", "Loden", role = c("cph")),
    person("Dave", "Daeschler", role = c("cph")),
    person("Giampaolo", "Rodola", role = c("cph")),
    person("Alberto", "Ferreira", role = c("ctb")),
    person("Daniel", "Lemire", role = c("ctb")),
    person("Victor", "Zverovich", role = c("cph")),
    person("IBM Corporation", role = c("ctb")),
	person("Keith O'Hara", role = c("cph")),
	person("Stephen L. Moshier", role = c("cph")),
    person("Jorge Nocedal", role = c("cph")),
    person("Naoaki Okazaki", role = c("cph")),
    person("Yixuan Qiu", role = c("cph")),
    person("Dirk Toewe", role = c("cph"))
    )
Description: An R package that allows for combining tree-boosting with Gaussian process and mixed effects models. It also allows for independently doing tree-boosting as well as inference and prediction for Gaussian process and mixed effects models. See <https://github.com/fabsig/GPBoost> for more information on the software and Sigrist (2022, JMLR) <https://www.jmlr.org/papers/v23/20-322.html> and Sigrist (2023, TPAMI) <doi:10.1109/TPAMI.2022.3168152> for more information on the methodology.
Encoding: UTF-8
License: Apache License (== 2.0) | file LICENSE
URL: https://github.com/fabsig/GPBoost
BugReports: https://github.com/fabsig/GPBoost/issues
NeedsCompilation: yes
Biarch: true
Suggests:
    processx,
    testthat
Depends:
    R (>= 3.5),
    R6 (>= 2.0)
Imports:
    data.table (>= 1.9.6),
    graphics,
    RJSONIO,
    Matrix (>= 1.1-0),
    methods,
    utils
SystemRequirements:
    ~~CXXSTD~~
RoxygenNote: 6.0.1
